National Laboratory of Pattern Recognition;
Institute of Automation;
Chinese Academy of Sciences;
Beijing 100190;
China;
School of Artificial Intelligence;
University of Chinese Academy of Sciences;
Beijing 100049;
China;
Beijing Unisound Information Technology Co.;
Ltd;
Beijing 100096;
China;
dialogue state tracking; unified strategy; shared-private network; reinforcement learning;